Background: Continuous glucose monitoring (CGM) offers multiple data features that can be leveraged to assess glucose management. However, how diabetes healthcare professionals (HCPs) actually assess CGM data and the extent to which they agree in assessing glycemic management are not well understood. Methods: e asked HCPs to assess ten de-identified CGM datasets (each spanning seven days) and rank order each day by relative glycemic management (from "best" to "worst"). We also asked HCPs to endorse features of CGM data that were important in making such assessments. Results: n the study, 57 HCPs (29 endocrinologists; 28 diabetes educators) participated. Hypoglycemia and glycemic variance were endorsed by nearly all HCPs to be important (91% and 88%, respectively). Time in range and daily lows and highs were endorsed more frequently by educators (all Ps < .05). On average, HCPs endorsed 3.7 of eight data features. Overall, HCPs demonstrated agreement in ranking days by relative glycemic control (Kendall's W = .52, P < .001). Rankings were similar between endocrinologists and educators (R-2 = .90, Cohen's kappa = .95, mean absolute error = .4 [all Ps < .05]; Mann-Whitney U = 41, P = .53). Conclusions: onsensus in the endorsement of certain data features and agreement in assessing glycemic management were observed. While some practice-specific differences in feature endorsement were found, no differences between educators and endocrinologists were observed in assessing glycemic management. Overall, HCPs tended to consider CGM data holistically, in alignment with published recommendations, and made converging assessments regardless of practice.
机构:
UMass Chan Med Sch, Dept Populat & Quantitat Hlth Sci, Worcester, MA USAUMass Chan Med Sch, Dept Populat & Quantitat Hlth Sci, Worcester, MA USA
Dabbagh, Zakery
McKee, M. Diane
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UMass Chan Med Sch, Dept Family Med & Community Hlth, Worcester, MA USAUMass Chan Med Sch, Dept Populat & Quantitat Hlth Sci, Worcester, MA USA
McKee, M. Diane
Pirraglia, Paul A.
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UMass Chan Med Sch Baystate, Div Gen Med & Community Hlth, Springfield, MA USAUMass Chan Med Sch, Dept Populat & Quantitat Hlth Sci, Worcester, MA USA
Pirraglia, Paul A.
Clements, Karen M.
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UMass Chan Med Sch, Commonwealth Med, Worcester, MA USAUMass Chan Med Sch, Dept Populat & Quantitat Hlth Sci, Worcester, MA USA
Clements, Karen M.
Liu, Feifan
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UMass Chan Med Sch, Dept Populat & Quantitat Hlth Sci, Worcester, MA USAUMass Chan Med Sch, Dept Populat & Quantitat Hlth Sci, Worcester, MA USA
Liu, Feifan
Amante, Daniel J.
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UMass Chan Med Sch, Dept Populat & Quantitat Hlth Sci, Worcester, MA USAUMass Chan Med Sch, Dept Populat & Quantitat Hlth Sci, Worcester, MA USA
Amante, Daniel J.
Shukla, Prateek
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UMass Chan Med Sch, Dept Med, Worcester, MA USAUMass Chan Med Sch, Dept Populat & Quantitat Hlth Sci, Worcester, MA USA
Shukla, Prateek
Gerber, Ben S.
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UMass Chan Med Sch, Dept Populat & Quantitat Hlth Sci, Worcester, MA USA
UMass Chan Med Sch, Dept Populat & Quantitat Sci, 368 Plantat St, Worcester, MA 01605 USAUMass Chan Med Sch, Dept Populat & Quantitat Hlth Sci, Worcester, MA USA
机构:
Catholic Univ Korea, Coll Med, Dept Med Informat, 222 Banpo Daero, Seoul 06591, South Korea
Catholic Univ Korea, Coll Med, Dept Endocrinol & Metab, Seoul, South KoreaCatholic Univ Korea, Coll Med, Dept Med Informat, 222 Banpo Daero, Seoul 06591, South Korea